Saving memory by using constants

I'm new to c++ programming and use it to program a microcontroller. Since memory is limitted (only 12 kb), I'm looking for a way to reduce memory usage when using some large arrays with floats that are constants. Is it possible to somehow write these arrays to ROM without them having to be transferred to memory before usage?